SABLE: Secure And Byzantine robust LEarning
Authors: Antoine Choffrut, Rachid Guerraoui, Rafael Pinot, Renaud Sirdey, John Stephan, Martin Zuber | Published: 2023-09-11 | Updated: 2023-12-14
Watermarking
FuzzLLM: A Novel and Universal Fuzzing Framework for Proactively Discovering Jailbreak Vulnerabilities in Large Language Models
Authors: Dongyu Yao, Jianshu Zhang, Ian G. Harris, Marcel Carlsson | Published: 2023-09-11 | Updated: 2024-04-14
Hyperdimensional Computing as a Rescue for Efficient Privacy-Preserving Machine Learning-as-a-Service
Authors: Jaewoo Park, Chenghao Quan, Hyungon Moon, Jongeun Lee | Published: 2023-08-17
A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks
Authors: Farzad Nikfam, Raffaele Casaburi, Alberto Marchisio, Maurizio Martina, Muhammad Shafique | Published: 2023-08-10 | Updated: 2023-10-12
A Feature Set of Small Size for the PDF Malware Detection
Authors: Ran Liu, Charles Nicholas | Published: 2023-08-09 | Updated: 2023-08-10
Pelta: Shielding Transformers to Mitigate Evasion Attacks in Federated Learning
Authors: Simon Queyrut, Yérom-David Bromberg, Valerio Schiavoni | Published: 2023-08-08
Breaking Speaker Recognition with PaddingBack
Authors: Zhe Ye, Diqun Yan, Li Dong, Kailai Shen | Published: 2023-08-08 | Updated: 2024-03-11
Labeling without Seeing? Blind Annotation for Privacy-Preserving Entity Resolution
Authors: Yixiang Yao, Weizhao Jin, Srivatsan Ravi | Published: 2023-08-07
When Federated Learning meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property Protection
Authors: Mohammed Lansari, Reda Bellafqira, Katarzyna Kapusta, Vincent Thouvenot, Olivier Bettan, Gouenou Coatrieux | Published: 2023-08-07
Mondrian: Prompt Abstraction Attack Against Large Language Models for Cheaper API Pricing
Authors: Wai Man Si, Michael Backes, Yang Zhang | Published: 2023-08-07